Fall 2025: How Effectively Do Baserunners Judge When To Be Aggressive?
In this project, I explore how effectively baserunners judge when to be aggressive on contact and when to hold, and how much run value those decisions add or cost relative to typical behavior. Rather than focusing only on outcomes like safe or out, the goal is to evaluate the decision itself given the context of…
Fall 2025: Identifying Soccer Talent by Estimating OBV using Standard KPIs
This work was conducted in collaboration with Denver Summit FC. As a result, certain technical details and proprietary aspects of the project cannot be shared publicly. Background On-Ball Value (OBV), developed by StatsBomb, is one of the most widely respected value metrics in soccer analytics. It captures the true impact of a player’s actions on…
Kushal Gupta 